Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 358 |
| Missing cells | 1161 |
| Missing cells (%) | 20.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 44.9 KiB |
| Average record size in memory | 128.4 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 8 |
URL has a high cardinality: 352 distinct values | High cardinality |
Product Name has a high cardinality: 352 distinct values | High cardinality |
Provider/Company Name has a high cardinality: 284 distinct values | High cardinality |
state is highly correlated with Country1 and 1 other fields | High correlation |
pct_black is highly correlated with hispanic and 1 other fields | High correlation |
hispanic is highly correlated with pct_black and 1 other fields | High correlation |
pct_free is highly correlated with pct_black and 2 other fields | High correlation |
reduced is highly correlated with pct_free | High correlation |
Country1 is highly correlated with state and 1 other fields | High correlation |
Country2 is highly correlated with state and 1 other fields | High correlation |
local_exp is highly correlated with federal_exp | High correlation |
federal_exp is highly correlated with local_exp | High correlation |
state is highly correlated with Country1 and 1 other fields | High correlation |
pct_black is highly correlated with hispanic and 1 other fields | High correlation |
hispanic is highly correlated with pct_black and 1 other fields | High correlation |
pct_free is highly correlated with pct_black and 2 other fields | High correlation |
reduced is highly correlated with pct_free | High correlation |
Country1 is highly correlated with state and 1 other fields | High correlation |
Country2 is highly correlated with state and 1 other fields | High correlation |
local_exp is highly correlated with federal_exp | High correlation |
federal_exp is highly correlated with local_exp | High correlation |
state is highly correlated with Country1 and 1 other fields | High correlation |
pct_black is highly correlated with hispanic | High correlation |
hispanic is highly correlated with pct_black | High correlation |
pct_free is highly correlated with reduced | High correlation |
reduced is highly correlated with pct_free | High correlation |
Country1 is highly correlated with state and 1 other fields | High correlation |
Country2 is highly correlated with state and 1 other fields | High correlation |
local_exp is highly correlated with federal_exp | High correlation |
federal_exp is highly correlated with local_exp | High correlation |
reduced is highly correlated with pct_free and 3 other fields | High correlation |
pct_free is highly correlated with reduced and 5 other fields | High correlation |
local_exp is highly correlated with pct_free and 2 other fields | High correlation |
hispanic is highly correlated with reduced and 5 other fields | High correlation |
Country1 is highly correlated with hispanic and 3 other fields | High correlation |
federal_exp is highly correlated with pct_free and 2 other fields | High correlation |
state is highly correlated with reduced and 7 other fields | High correlation |
Primary Essential Function is highly correlated with Sector(s) | High correlation |
Country2 is highly correlated with hispanic and 3 other fields | High correlation |
pct_black is highly correlated with reduced and 5 other fields | High correlation |
Sector(s) is highly correlated with Primary Essential Function | High correlation |
Country2 is highly correlated with Country1 | High correlation |
Country1 is highly correlated with Country2 | High correlation |
state has 125 (34.9%) missing values | Missing |
pct_black has 125 (34.9%) missing values | Missing |
hispanic has 125 (34.9%) missing values | Missing |
pct_free has 125 (34.9%) missing values | Missing |
reduced has 125 (34.9%) missing values | Missing |
Country1 has 125 (34.9%) missing values | Missing |
Country2 has 125 (34.9%) missing values | Missing |
local_exp has 125 (34.9%) missing values | Missing |
federal_exp has 125 (34.9%) missing values | Missing |
LP ID has 6 (1.7%) missing values | Missing |
URL has 6 (1.7%) missing values | Missing |
Product Name has 6 (1.7%) missing values | Missing |
Provider/Company Name has 6 (1.7%) missing values | Missing |
Sector(s) has 6 (1.7%) missing values | Missing |
Primary Essential Function has 6 (1.7%) missing values | Missing |
Unnamed: 0 is uniformly distributed | Uniform |
URL is uniformly distributed | Uniform |
Product Name is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
pct_black has 116 (32.4%) zeros | Zeros |
hispanic has 8 (2.2%) zeros | Zeros |
pct_free has 46 (12.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-09-10 17:24:59.564061 |
|---|---|
| Analysis finished | 2021-09-10 17:26:20.865617 |
| Duration | 1 minute and 21.3 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180.5502793 |
| Minimum | 0 |
|---|---|
| Maximum | 369 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17.85 |
| Q1 | 89.25 |
| median | 178.5 |
| Q3 | 271.75 |
| 95-th percentile | 348.15 |
| Maximum | 369 |
| Range | 369 |
| Interquartile range (IQR) | 182.5 |
Descriptive statistics
| Standard deviation | 106.2403938 |
|---|---|
| Coefficient of variation (CV) | 0.58842553 |
| Kurtosis | -1.17594003 |
| Mean | 180.5502793 |
| Median Absolute Deviation (MAD) | 91.5 |
| Skewness | 0.05026851676 |
| Sum | 64637 |
| Variance | 11287.02127 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.3% |
| 224 | 1 | 0.3% |
| 245 | 1 | 0.3% |
| 244 | 1 | 0.3% |
| 243 | 1 | 0.3% |
| 242 | 1 | 0.3% |
| 241 | 1 | 0.3% |
| 240 | 1 | 0.3% |
| 239 | 1 | 0.3% |
| 238 | 1 | 0.3% |
| Other values (348) | 348 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 369 | 1 | |
| 368 | 1 | |
| 367 | 1 | |
| 366 | 1 | |
| 365 | 1 | |
| 364 | 1 | |
| 363 | 1 | |
| 362 | 1 | |
| 361 | 1 | |
| 360 | 1 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 125 |
| Missing (%) | 34.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.09012876 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 14 |
| Q3 | 22 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 8.315727542 |
|---|---|
| Coefficient of variation (CV) | 0.6352670548 |
| Kurtosis | -1.61243877 |
| Mean | 13.09012876 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.1284921321 |
| Sum | 3050 |
| Variance | 69.15132455 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 57 | |
| 2 | 30 | 8.4% |
| 19 | 29 | 8.1% |
| 7 | 21 | 5.9% |
| 5 | 18 | 5.0% |
| 1 | 12 | 3.4% |
| 16 | 11 | 3.1% |
| 13 | 8 | 2.2% |
| 6 | 7 | 2.0% |
| 21 | 6 | 1.7% |
| Other values (14) | 34 | 9.5% |
| (Missing) | 125 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.3% |
| 1 | 12 | 3.4% |
| 2 | 30 | |
| 3 | 3 | 0.8% |
| 4 | 1 | 0.3% |
| 5 | 18 | |
| 6 | 7 | 2.0% |
| 7 | 21 | |
| 8 | 2 | 0.6% |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 23 | 57 | |
| 22 | 3 | 0.8% |
| 21 | 6 | 1.7% |
| 20 | 4 | 1.1% |
| 19 | 29 | |
| 18 | 2 | 0.6% |
| 17 | 2 | 0.6% |
| 16 | 11 | 3.1% |
| 15 | 1 | 0.3% |
| 14 | 4 | 1.1% |
pct_black
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 125 |
| Missing (%) | 34.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2509484123 |
| Minimum | 0 |
|---|---|
| Maximum | 0.894427191 |
| Zeros | 116 |
| Zeros (%) | 32.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.3738619094 |
| Q3 | 0.4472135955 |
| 95-th percentile | 0.7745966692 |
| Maximum | 0.894427191 |
| Range | 0.894427191 |
| Interquartile range (IQR) | 0.4472135955 |
Descriptive statistics
| Standard deviation | 0.2777204456 |
|---|---|
| Coefficient of variation (CV) | 1.106683414 |
| Kurtosis | -0.7583520458 |
| Mean | 0.2509484123 |
| Median Absolute Deviation (MAD) | 0.3738619094 |
| Skewness | 0.6310460872 |
| Sum | 58.47098006 |
| Variance | 0.07712864588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116 | |
| 0.3738619094 | 57 | |
| 0.4472135955 | 24 | 6.7% |
| 0.632455532 | 17 | 4.7% |
| 0.7745966692 | 11 | 3.1% |
| 0.894427191 | 8 | 2.2% |
| (Missing) | 125 |
| Value | Count | Frequency (%) |
| 0 | 116 | |
| 0.3738619094 | 57 | |
| 0.4472135955 | 24 | 6.7% |
| 0.632455532 | 17 | 4.7% |
| 0.7745966692 | 11 | 3.1% |
| 0.894427191 | 8 | 2.2% |
| Value | Count | Frequency (%) |
| 0.894427191 | 8 | 2.2% |
| 0.7745966692 | 11 | 3.1% |
| 0.632455532 | 17 | 4.7% |
| 0.4472135955 | 24 | 6.7% |
| 0.3738619094 | 57 | |
| 0 | 116 |
hispanic
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 125 |
| Missing (%) | 34.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.207530709 |
| Minimum | -1.609437912 |
|---|---|
| Maximum | 0 |
| Zeros | 8 |
| Zeros (%) | 2.2% |
| Negative | 225 |
| Negative (%) | 62.8% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -1.609437912 |
|---|---|
| 5-th percentile | -1.609437912 |
| Q1 | -1.609437912 |
| median | -1.079478334 |
| Q3 | -0.9162907319 |
| 95-th percentile | -0.2231435513 |
| Maximum | 0 |
| Range | 1.609437912 |
| Interquartile range (IQR) | 0.6931471806 |
Descriptive statistics
| Standard deviation | 0.4747220963 |
|---|---|
| Coefficient of variation (CV) | -0.3931345952 |
| Kurtosis | -0.02939453162 |
| Mean | -1.207530709 |
| Median Absolute Deviation (MAD) | 0.5299595784 |
| Skewness | 0.955394118 |
| Sum | -281.3546551 |
| Variance | 0.2253610687 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.609437912 | 116 | |
| -1.079478334 | 57 | |
| -0.9162907319 | 24 | 6.7% |
| -0.5108256238 | 17 | 4.7% |
| -0.2231435513 | 11 | 3.1% |
| 0 | 8 | 2.2% |
| (Missing) | 125 |
| Value | Count | Frequency (%) |
| -1.609437912 | 116 | |
| -1.079478334 | 57 | |
| -0.9162907319 | 24 | 6.7% |
| -0.5108256238 | 17 | 4.7% |
| -0.2231435513 | 11 | 3.1% |
| 0 | 8 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 8 | 2.2% |
| -0.2231435513 | 11 | 3.1% |
| -0.5108256238 | 17 | 4.7% |
| -0.9162907319 | 24 | 6.7% |
| -1.079478334 | 57 | |
| -1.609437912 | 116 |
pct_free
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 125 |
| Missing (%) | 34.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2391891892 |
| Minimum | 0 |
|---|---|
| Maximum | 0.8 |
| Zeros | 46 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 0.2391891892 |
| Q3 | 0.2391891892 |
| 95-th percentile | 0.6 |
| Maximum | 0.8 |
| Range | 0.8 |
| Interquartile range (IQR) | 0.03918918919 |
Descriptive statistics
| Standard deviation | 0.1688284007 |
|---|---|
| Coefficient of variation (CV) | 0.7058362516 |
| Kurtosis | 1.269676999 |
| Mean | 0.2391891892 |
| Median Absolute Deviation (MAD) | 0.03918918919 |
| Skewness | 0.7568043179 |
| Sum | 55.73108108 |
| Variance | 0.02850302889 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2391891892 | 85 | |
| 0.2 | 48 | 13.4% |
| 0 | 46 | 12.8% |
| 0.4 | 37 | 10.3% |
| 0.6 | 13 | 3.6% |
| 0.8 | 4 | 1.1% |
| (Missing) | 125 |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 0.2 | 48 | |
| 0.2391891892 | 85 | |
| 0.4 | 37 | |
| 0.6 | 13 | 3.6% |
| 0.8 | 4 | 1.1% |
| Value | Count | Frequency (%) |
| 0.8 | 4 | 1.1% |
| 0.6 | 13 | 3.6% |
| 0.4 | 37 | |
| 0.2391891892 | 85 | |
| 0.2 | 48 | |
| 0 | 46 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 125 |
| Missing (%) | 34.9% |
| Memory size | 2.9 KiB |
| 0.4391891891891895 | |
|---|---|
| 0.4979729729729736 | |
| 0.4 | |
| 0.3412162162162158 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 14.90987124 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3474 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.3412162162162158 |
|---|---|
| 2nd row | 0.4391891891891895 |
| 3rd row | 0.4 |
| 4th row | 0.4391891891891895 |
| 5th row | 0.4391891891891895 |
Common Values
| Value | Count | Frequency (%) |
| 0.4391891891891895 | 85 | |
| 0.4979729729729736 | 54 | |
| 0.4 | 48 | 13.4% |
| 0.3412162162162158 | 46 | 12.8% |
| (Missing) | 125 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.4391891891891895 | 85 | |
| 0.4979729729729736 | 54 | |
| 0.4 | 48 | |
| 0.3412162162162158 | 46 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 695 | |
| 1 | 570 | |
| 8 | 386 | |
| 2 | 346 | |
| 7 | 270 | 7.8% |
| 0 | 233 | 6.7% |
| . | 233 | 6.7% |
| 4 | 233 | 6.7% |
| 6 | 192 | 5.5% |
| 3 | 185 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3241 | |
| Other Punctuation | 233 | 6.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 695 | |
| 1 | 570 | |
| 8 | 386 | |
| 2 | 346 | |
| 7 | 270 | 8.3% |
| 0 | 233 | 7.2% |
| 4 | 233 | 7.2% |
| 6 | 192 | 5.9% |
| 3 | 185 | 5.7% |
| 5 | 131 | 4.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 233 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3474 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 695 | |
| 1 | 570 | |
| 8 | 386 | |
| 2 | 346 | |
| 7 | 270 | 7.8% |
| 0 | 233 | 6.7% |
| . | 233 | 6.7% |
| 4 | 233 | 6.7% |
| 6 | 192 | 5.5% |
| 3 | 185 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3474 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 695 | |
| 1 | 570 | |
| 8 | 386 | |
| 2 | 346 | |
| 7 | 270 | 7.8% |
| 0 | 233 | 6.7% |
| . | 233 | 6.7% |
| 4 | 233 | 6.7% |
| 6 | 192 | 5.5% |
| 3 | 185 | 5.3% |
Country1
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 3 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 125 |
| Missing (%) | 34.9% |
| Memory size | 2.9 KiB |
| -58858165002496.63 | |
|---|---|
| -33572868438855.062 | |
| 0.0 | 1 |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 18.24034335 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4250 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | -58858165002496.63 |
|---|---|
| 2nd row | -33572868438855.062 |
| 3rd row | -58858165002496.63 |
| 4th row | -33572868438855.062 |
| 5th row | -33572868438855.062 |
Common Values
| Value | Count | Frequency (%) |
| -58858165002496.63 | 161 | |
| -33572868438855.062 | 71 | |
| 0.0 | 1 | 0.3% |
| (Missing) | 125 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 58858165002496.63 | 161 | |
| 33572868438855.062 | 71 | |
| 0.0 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 767 | |
| 5 | 696 | |
| 6 | 625 | |
| 0 | 395 | |
| 3 | 374 | |
| 2 | 303 | 7.1% |
| . | 233 | 5.5% |
| - | 232 | 5.5% |
| 4 | 232 | 5.5% |
| 1 | 161 | 3.8% |
| Other values (2) | 232 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3785 | |
| Other Punctuation | 233 | 5.5% |
| Dash Punctuation | 232 | 5.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 767 | |
| 5 | 696 | |
| 6 | 625 | |
| 0 | 395 | |
| 3 | 374 | |
| 2 | 303 | 8.0% |
| 4 | 232 | 6.1% |
| 1 | 161 | 4.3% |
| 9 | 161 | 4.3% |
| 7 | 71 | 1.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 232 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 233 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4250 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 8 | 767 | |
| 5 | 696 | |
| 6 | 625 | |
| 0 | 395 | |
| 3 | 374 | |
| 2 | 303 | 7.1% |
| . | 233 | 5.5% |
| - | 232 | 5.5% |
| 4 | 232 | 5.5% |
| 1 | 161 | 3.8% |
| Other values (2) | 232 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4250 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 8 | 767 | |
| 5 | 696 | |
| 6 | 625 | |
| 0 | 395 | |
| 3 | 374 | |
| 2 | 303 | 7.1% |
| . | 233 | 5.5% |
| - | 232 | 5.5% |
| 4 | 232 | 5.5% |
| 1 | 161 | 3.8% |
| Other values (2) | 232 | 5.5% |
Country2
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 3 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 125 |
| Missing (%) | 34.9% |
| Memory size | 2.9 KiB |
| 0.0 | |
|---|---|
| 0.005100200071153 | |
| 0.0127505001778826 | 1 |
Length
| Max length | 18 |
|---|---|
| Median length | 3 |
| Mean length | 7.330472103 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1708 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.005100200071153 |
| 3rd row | 0.0 |
| 4th row | 0.005100200071153 |
| 5th row | 0.005100200071153 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 161 | |
| 0.005100200071153 | 71 | |
| 0.0127505001778826 | 1 | 0.3% |
| (Missing) | 125 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 161 | |
| 0.005100200071153 | 71 | |
| 0.0127505001778826 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 895 | |
| . | 233 | 13.6% |
| 1 | 215 | 12.6% |
| 5 | 144 | 8.4% |
| 7 | 74 | 4.3% |
| 2 | 73 | 4.3% |
| 3 | 71 | 4.2% |
| 8 | 2 | 0.1% |
| 6 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1475 | |
| Other Punctuation | 233 | 13.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 895 | |
| 1 | 215 | 14.6% |
| 5 | 144 | 9.8% |
| 7 | 74 | 5.0% |
| 2 | 73 | 4.9% |
| 3 | 71 | 4.8% |
| 8 | 2 | 0.1% |
| 6 | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 233 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1708 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 895 | |
| . | 233 | 13.6% |
| 1 | 215 | 12.6% |
| 5 | 144 | 8.4% |
| 7 | 74 | 4.3% |
| 2 | 73 | 4.3% |
| 3 | 71 | 4.2% |
| 8 | 2 | 0.1% |
| 6 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1708 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 895 | |
| . | 233 | 13.6% |
| 1 | 215 | 12.6% |
| 5 | 144 | 8.4% |
| 7 | 74 | 4.3% |
| 2 | 73 | 4.3% |
| 3 | 71 | 4.2% |
| 8 | 2 | 0.1% |
| 6 | 1 | 0.1% |
local_exp
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 6 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 125 |
| Missing (%) | 34.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.31015213 |
| Minimum | 9.004017268 |
|---|---|
| Maximum | 9.554212212 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 9.004017268 |
|---|---|
| 5-th percentile | 9.004017268 |
| Q1 | 9.210340372 |
| median | 9.347889108 |
| Q3 | 9.347889108 |
| 95-th percentile | 9.554212212 |
| Maximum | 9.554212212 |
| Range | 0.5501949441 |
| Interquartile range (IQR) | 0.137548736 |
Descriptive statistics
| Standard deviation | 0.174215035 |
|---|---|
| Coefficient of variation (CV) | 0.01871237253 |
| Kurtosis | -0.4598643941 |
| Mean | 9.31015213 |
| Median Absolute Deviation (MAD) | 0.04477282078 |
| Skewness | -0.5891949725 |
| Sum | 2169.265446 |
| Variance | 0.03035087841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.347889108 | 115 | |
| 9.004017268 | 45 | 12.6% |
| 9.554212212 | 26 | 7.3% |
| 9.210340372 | 17 | 4.7% |
| 9.392661929 | 15 | 4.2% |
| 9.546812609 | 15 | 4.2% |
| (Missing) | 125 |
| Value | Count | Frequency (%) |
| 9.004017268 | 45 | 12.6% |
| 9.210340372 | 17 | 4.7% |
| 9.347889108 | 115 | |
| 9.392661929 | 15 | 4.2% |
| 9.546812609 | 15 | 4.2% |
| 9.554212212 | 26 | 7.3% |
| Value | Count | Frequency (%) |
| 9.554212212 | 26 | 7.3% |
| 9.546812609 | 15 | 4.2% |
| 9.392661929 | 15 | 4.2% |
| 9.347889108 | 115 | |
| 9.210340372 | 17 | 4.7% |
| 9.004017268 | 45 | 12.6% |
federal_exp
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 6 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 125 |
| Missing (%) | 34.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.477065442 |
| Minimum | 9.218814897 |
|---|---|
| Maximum | 9.682406981 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 9.218814897 |
|---|---|
| 5-th percentile | 9.218814897 |
| Q1 | 9.392661929 |
| median | 9.50855995 |
| Q3 | 9.50855995 |
| 95-th percentile | 9.682406981 |
| Maximum | 9.682406981 |
| Range | 0.4635920838 |
| Interquartile range (IQR) | 0.115898021 |
Descriptive statistics
| Standard deviation | 0.1471785374 |
|---|---|
| Coefficient of variation (CV) | 0.01552996951 |
| Kurtosis | -0.4625568076 |
| Mean | 9.477065442 |
| Median Absolute Deviation (MAD) | 0.03825265887 |
| Skewness | -0.580243153 |
| Sum | 2208.156248 |
| Variance | 0.02166152187 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.50855995 | 115 | |
| 9.218814897 | 45 | 12.6% |
| 9.682406981 | 26 | 7.3% |
| 9.392661929 | 17 | 4.7% |
| 9.546812609 | 15 | 4.2% |
| 9.680344001 | 15 | 4.2% |
| (Missing) | 125 |
| Value | Count | Frequency (%) |
| 9.218814897 | 45 | 12.6% |
| 9.392661929 | 17 | 4.7% |
| 9.50855995 | 115 | |
| 9.546812609 | 15 | 4.2% |
| 9.680344001 | 15 | 4.2% |
| 9.682406981 | 26 | 7.3% |
| Value | Count | Frequency (%) |
| 9.682406981 | 26 | 7.3% |
| 9.680344001 | 15 | 4.2% |
| 9.546812609 | 15 | 4.2% |
| 9.50855995 | 115 | |
| 9.392661929 | 17 | 4.7% |
| 9.218814897 | 45 | 12.6% |
| Distinct | 352 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54250.03977 |
| Minimum | 10533 |
|---|---|
| Maximum | 99916 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 10533 |
|---|---|
| 5-th percentile | 13965.9 |
| Q1 | 29802 |
| median | 53434 |
| Q3 | 76996.75 |
| 95-th percentile | 95808.4 |
| Maximum | 99916 |
| Range | 89383 |
| Interquartile range (IQR) | 47194.75 |
Descriptive statistics
| Standard deviation | 26431.3227 |
|---|---|
| Coefficient of variation (CV) | 0.4872129644 |
| Kurtosis | -1.219276743 |
| Mean | 54250.03977 |
| Median Absolute Deviation (MAD) | 23636 |
| Skewness | 0.03762977846 |
| Sum | 19096014 |
| Variance | 698614819.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50626 | 1 | 0.3% |
| 61441 | 1 | 0.3% |
| 12803 | 1 | 0.3% |
| 83118 | 1 | 0.3% |
| 93690 | 1 | 0.3% |
| 36859 | 1 | 0.3% |
| 11406 | 1 | 0.3% |
| 50168 | 1 | 0.3% |
| 20677 | 1 | 0.3% |
| 73104 | 1 | 0.3% |
| Other values (342) | 342 | |
| (Missing) | 6 | 1.7% |
| Value | Count | Frequency (%) |
| 10533 | 1 | |
| 10650 | 1 | |
| 10745 | 1 | |
| 11069 | 1 | |
| 11206 | 1 | |
| 11237 | 1 | |
| 11286 | 1 | |
| 11313 | 1 | |
| 11406 | 1 | |
| 11585 | 1 |
| Value | Count | Frequency (%) |
| 99916 | 1 | |
| 99789 | 1 | |
| 99580 | 1 | |
| 98845 | 1 | |
| 98468 | 1 | |
| 98402 | 1 | |
| 98265 | 1 | |
| 98128 | 1 | |
| 98102 | 1 | |
| 98001 | 1 |
| Distinct | 352 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Memory size | 2.9 KiB |
| https://www.soundtrap.com/ | 1 |
|---|---|
| http://www.quia.com/web | 1 |
| http://www.audible.com | 1 |
| https://bookcreator.com/ | 1 |
| https://www.reflexmath.com/ | 1 |
| Other values (347) |
Length
| Max length | 99 |
|---|---|
| Median length | 25 |
| Mean length | 28.47443182 |
| Min length | 14 |
Characters and Unicode
| Total characters | 10023 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 352 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | https://www.splashmath.com |
|---|---|
| 2nd row | https://abcmouse.com |
| 3rd row | https://www.abcya.com |
| 4th row | http://www.aleks.com/ |
| 5th row | https://www.achieve3000.com/ |
Common Values
| Value | Count | Frequency (%) |
| https://www.soundtrap.com/ | 1 | 0.3% |
| http://www.quia.com/web | 1 | 0.3% |
| http://www.audible.com | 1 | 0.3% |
| https://bookcreator.com/ | 1 | 0.3% |
| https://www.reflexmath.com/ | 1 | 0.3% |
| http://www.readtheory.org/ | 1 | 0.3% |
| https://www.curriculumassociates.com/products/i-ready | 1 | 0.3% |
| https://beinternetawesome.withgoogle.com/en_us/interland | 1 | 0.3% |
| https://minecraft.net/en-us/ | 1 | 0.3% |
| http://www.youtube.com | 1 | 0.3% |
| Other values (342) | 342 | |
| (Missing) | 6 | 1.7% |
Length
| Value | Count | Frequency (%) |
| https://safeshare.tv | 1 | 0.3% |
| http://onlinelibrary.uen.org | 1 | 0.3% |
| http://www.audible.com | 1 | 0.3% |
| http://www.flocabulary.com | 1 | 0.3% |
| http://web.stmath.com | 1 | 0.3% |
| http://wistia.com | 1 | 0.3% |
| http://www.mheducation.com | 1 | 0.3% |
| https://canva.com | 1 | 0.3% |
| https://www.renaissance.com | 1 | 0.3% |
| https://www.safeschools.com | 1 | 0.3% |
| Other values (342) | 342 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 1037 | 10.3% |
| t | 994 | 9.9% |
| w | 789 | 7.9% |
| o | 721 | 7.2% |
| . | 663 | 6.6% |
| c | 519 | 5.2% |
| e | 506 | 5.0% |
| p | 491 | 4.9% |
| h | 477 | 4.8% |
| s | 466 | 4.6% |
| Other values (52) | 3360 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7808 | |
| Other Punctuation | 2072 | 20.7% |
| Dash Punctuation | 52 | 0.5% |
| Decimal Number | 51 | 0.5% |
| Uppercase Letter | 28 | 0.3% |
| Math Symbol | 7 | 0.1% |
| Connector Punctuation | 5 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 994 | |
| w | 789 | 10.1% |
| o | 721 | 9.2% |
| c | 519 | 6.6% |
| e | 506 | 6.5% |
| p | 491 | 6.3% |
| h | 477 | 6.1% |
| s | 466 | 6.0% |
| m | 445 | 5.7% |
| a | 357 | 4.6% |
| Other values (16) | 2043 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3 | |
| A | 3 | |
| B | 3 | |
| D | 2 | 7.1% |
| U | 2 | 7.1% |
| F | 2 | 7.1% |
| G | 2 | 7.1% |
| M | 2 | 7.1% |
| S | 1 | 3.6% |
| P | 1 | 3.6% |
| Other values (7) | 7 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 2 | 10 | |
| 4 | 7 | |
| 3 | 6 | |
| 5 | 5 | 9.8% |
| 1 | 3 | 5.9% |
| 6 | 3 | 5.9% |
| 8 | 2 | 3.9% |
| 7 | 2 | 3.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1037 | |
| . | 663 | |
| : | 352 | 17.0% |
| % | 8 | 0.4% |
| ? | 7 | 0.3% |
| # | 4 | 0.2% |
| ! | 1 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 52 |
Math Symbol
| Value | Count | Frequency (%) |
| = | 7 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7836 | |
| Common | 2187 | 21.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 994 | |
| w | 789 | 10.1% |
| o | 721 | 9.2% |
| c | 519 | 6.6% |
| e | 506 | 6.5% |
| p | 491 | 6.3% |
| h | 477 | 6.1% |
| s | 466 | 5.9% |
| m | 445 | 5.7% |
| a | 357 | 4.6% |
| Other values (33) | 2071 |
Common
| Value | Count | Frequency (%) |
| / | 1037 | |
| . | 663 | |
| : | 352 | 16.1% |
| - | 52 | 2.4% |
| 0 | 13 | 0.6% |
| 2 | 10 | 0.5% |
| % | 8 | 0.4% |
| 4 | 7 | 0.3% |
| ? | 7 | 0.3% |
| = | 7 | 0.3% |
| Other values (9) | 31 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10023 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 1037 | 10.3% |
| t | 994 | 9.9% |
| w | 789 | 7.9% |
| o | 721 | 7.2% |
| . | 663 | 6.6% |
| c | 519 | 5.2% |
| e | 506 | 5.0% |
| p | 491 | 4.9% |
| h | 477 | 4.8% |
| s | 466 | 4.6% |
| Other values (52) | 3360 |
| Distinct | 352 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Memory size | 2.9 KiB |
| Blooket | 1 |
|---|---|
| Instructure | 1 |
| PBS | 1 |
| i-Ready | 1 |
| Music Theory | 1 |
| Other values (347) |
Length
| Max length | 45 |
|---|---|
| Median length | 11 |
| Mean length | 12.20738636 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4297 |
|---|---|
| Distinct characters | 71 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 352 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | SplashLearn |
|---|---|
| 2nd row | ABCmouse.com |
| 3rd row | ABCya! |
| 4th row | ALEKS |
| 5th row | Achieve3000 |
Common Values
| Value | Count | Frequency (%) |
| Blooket | 1 | 0.3% |
| Instructure | 1 | 0.3% |
| PBS | 1 | 0.3% |
| i-Ready | 1 | 0.3% |
| Music Theory | 1 | 0.3% |
| PBS Kids | 1 | 0.3% |
| Goodreads | 1 | 0.3% |
| Vimeo | 1 | 0.3% |
| Khan Academy | 1 | 0.3% |
| Think Central | 1 | 0.3% |
| Other values (342) | 342 | |
| (Missing) | 6 | 1.7% |
Length
| Value | Count | Frequency (%) |
| 21 | 3.6% | |
| math | 11 | 1.9% |
| learning | 10 | 1.7% |
| 8 | 1.4% | |
| education | 7 | 1.2% |
| for | 7 | 1.2% |
| kids | 5 | 0.9% |
| microsoft | 4 | 0.7% |
| science | 4 | 0.7% |
| the | 4 | 0.7% |
| Other values (443) | 505 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 403 | 9.4% |
| o | 345 | 8.0% |
| a | 278 | 6.5% |
| i | 252 | 5.9% |
| 234 | 5.4% | |
| r | 232 | 5.4% |
| n | 221 | 5.1% |
| t | 203 | 4.7% |
| s | 183 | 4.3% |
| l | 170 | 4.0% |
| Other values (61) | 1776 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3256 | |
| Uppercase Letter | 739 | 17.2% |
| Space Separator | 234 | 5.4% |
| Other Punctuation | 37 | 0.9% |
| Dash Punctuation | 19 | 0.4% |
| Decimal Number | 8 | 0.2% |
| Math Symbol | 2 | < 0.1% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 82 | 11.1% |
| C | 67 | 9.1% |
| M | 55 | 7.4% |
| T | 49 | 6.6% |
| P | 46 | 6.2% |
| G | 46 | 6.2% |
| L | 41 | 5.5% |
| A | 40 | 5.4% |
| E | 37 | 5.0% |
| W | 34 | 4.6% |
| Other values (16) | 242 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 403 | |
| o | 345 | |
| a | 278 | 8.5% |
| i | 252 | 7.7% |
| r | 232 | 7.1% |
| n | 221 | 6.8% |
| t | 203 | 6.2% |
| s | 183 | 5.6% |
| l | 170 | 5.2% |
| c | 147 | 4.5% |
| Other values (16) | 822 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 22 | |
| ! | 5 | 13.5% |
| : | 4 | 10.8% |
| ' | 2 | 5.4% |
| & | 2 | 5.4% |
| ¡ | 1 | 2.7% |
| , | 1 | 2.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 3 | 1 | 12.5% |
| 1 | 1 | 12.5% |
| 2 | 1 | 12.5% |
| 5 | 1 | 12.5% |
| 4 | 1 | 12.5% |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 1 | |
| + | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 234 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 19 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3995 | |
| Common | 302 | 7.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 403 | 10.1% |
| o | 345 | 8.6% |
| a | 278 | 7.0% |
| i | 252 | 6.3% |
| r | 232 | 5.8% |
| n | 221 | 5.5% |
| t | 203 | 5.1% |
| s | 183 | 4.6% |
| l | 170 | 4.3% |
| c | 147 | 3.7% |
| Other values (42) | 1561 |
Common
| Value | Count | Frequency (%) |
| 234 | ||
| . | 22 | 7.3% |
| - | 19 | 6.3% |
| ! | 5 | 1.7% |
| : | 4 | 1.3% |
| 0 | 3 | 1.0% |
| ' | 2 | 0.7% |
| & | 2 | 0.7% |
| 3 | 1 | 0.3% |
| 1 | 1 | 0.3% |
| Other values (9) | 9 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4296 | |
| Latin 1 Sup | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 403 | 9.4% |
| o | 345 | 8.0% |
| a | 278 | 6.5% |
| i | 252 | 5.9% |
| 234 | 5.4% | |
| r | 232 | 5.4% |
| n | 221 | 5.1% |
| t | 203 | 4.7% |
| s | 183 | 4.3% |
| l | 170 | 4.0% |
| Other values (60) | 1775 |
Latin 1 Sup
| Value | Count | Frequency (%) |
| ¡ | 1 |
| Distinct | 284 |
|---|---|
| Distinct (%) | 80.7% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Memory size | 2.9 KiB |
| Google LLC | 27 |
|---|---|
| Houghton Mifflin Harcourt | 5 |
| Microsoft | 4 |
| Learning A-Z | 4 |
| McGraw-Hill PreK-12 | 3 |
| Other values (279) |
Length
| Max length | 55 |
|---|---|
| Median length | 12 |
| Mean length | 14.44886364 |
| Min length | 3 |
Characters and Unicode
| Total characters | 5086 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 257 ? |
|---|---|
| Unique (%) | 73.0% |
Sample
| 1st row | StudyPad Inc. |
|---|---|
| 2nd row | Age of Learning, Inc |
| 3rd row | ABCya.com, LLC |
| 4th row | McGraw-Hill PreK-12 |
| 5th row | Achieve3000 |
Common Values
| Value | Count | Frequency (%) |
| Google LLC | 27 | 7.5% |
| Houghton Mifflin Harcourt | 5 | 1.4% |
| Microsoft | 4 | 1.1% |
| Learning A-Z | 4 | 1.1% |
| McGraw-Hill PreK-12 | 3 | 0.8% |
| PBS | 3 | 0.8% |
| Savvas Learning Company | Formerly Pearson K12 Learning | 3 | 0.8% |
| Autodesk, Inc | 3 | 0.8% |
| Curriculum Associates | 3 | 0.8% |
| ExploreLearning, LLC | 3 | 0.8% |
| Other values (274) | 294 | |
| (Missing) | 6 | 1.7% |
Length
| Value | Count | Frequency (%) |
| inc | 58 | 8.2% |
| llc | 48 | 6.8% |
| learning | 31 | 4.4% |
| 27 | 3.8% | |
| the | 11 | 1.6% |
| education | 10 | 1.4% |
| of | 9 | 1.3% |
| ltd | 6 | 0.9% |
| microsoft | 5 | 0.7% |
| mifflin | 5 | 0.7% |
| Other values (381) | 494 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 394 | 7.7% |
| o | 386 | 7.6% |
| 372 | 7.3% | |
| n | 334 | 6.6% |
| a | 297 | 5.8% |
| i | 283 | 5.6% |
| r | 248 | 4.9% |
| t | 223 | 4.4% |
| c | 203 | 4.0% |
| l | 182 | 3.6% |
| Other values (56) | 2164 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3569 | |
| Uppercase Letter | 998 | 19.6% |
| Space Separator | 372 | 7.3% |
| Other Punctuation | 99 | 1.9% |
| Decimal Number | 22 | 0.4% |
| Dash Punctuation | 17 | 0.3% |
| Open Punctuation | 3 | 0.1% |
| Close Punctuation | 3 | 0.1% |
| Math Symbol | 3 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 165 | |
| C | 116 | |
| I | 94 | 9.4% |
| S | 71 | 7.1% |
| M | 55 | 5.5% |
| G | 53 | 5.3% |
| T | 52 | 5.2% |
| A | 49 | 4.9% |
| E | 39 | 3.9% |
| P | 37 | 3.7% |
| Other values (16) | 267 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 394 | |
| o | 386 | |
| n | 334 | 9.4% |
| a | 297 | 8.3% |
| i | 283 | 7.9% |
| r | 248 | 6.9% |
| t | 223 | 6.2% |
| c | 203 | 5.7% |
| l | 182 | 5.1% |
| s | 171 | 4.8% |
| Other values (16) | 848 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 2 | 7 | |
| 0 | 4 | |
| 3 | 1 | 4.5% |
| 4 | 1 | 4.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 54 | |
| , | 43 | |
| ! | 1 | 1.0% |
| & | 1 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 372 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 17 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Math Symbol
| Value | Count | Frequency (%) |
| | | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4567 | |
| Common | 519 | 10.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 394 | 8.6% |
| o | 386 | 8.5% |
| n | 334 | 7.3% |
| a | 297 | 6.5% |
| i | 283 | 6.2% |
| r | 248 | 5.4% |
| t | 223 | 4.9% |
| c | 203 | 4.4% |
| l | 182 | 4.0% |
| s | 171 | 3.7% |
| Other values (42) | 1846 |
Common
| Value | Count | Frequency (%) |
| 372 | ||
| . | 54 | 10.4% |
| , | 43 | 8.3% |
| - | 17 | 3.3% |
| 1 | 9 | 1.7% |
| 2 | 7 | 1.3% |
| 0 | 4 | 0.8% |
| ( | 3 | 0.6% |
| ) | 3 | 0.6% |
| | | 3 | 0.6% |
| Other values (4) | 4 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5086 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 394 | 7.7% |
| o | 386 | 7.6% |
| 372 | 7.3% | |
| n | 334 | 6.6% |
| a | 297 | 5.8% |
| i | 283 | 5.6% |
| r | 248 | 4.9% |
| t | 223 | 4.4% |
| c | 203 | 4.0% |
| l | 182 | 3.6% |
| Other values (56) | 2164 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Memory size | 2.9 KiB |
| PreK-12 | |
|---|---|
| PreK-12; Higher Ed; Corporate | |
| PreK-12; Higher Ed | |
| Higher Ed; Corporate | 1 |
| Corporate | 1 |
Length
| Max length | 29 |
|---|---|
| Median length | 18 |
| Mean length | 16.26136364 |
| Min length | 7 |
Characters and Unicode
| Total characters | 5724 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | PreK-12 |
|---|---|
| 2nd row | PreK-12 |
| 3rd row | PreK-12 |
| 4th row | PreK-12; Higher Ed |
| 5th row | PreK-12 |
Common Values
| Value | Count | Frequency (%) |
| PreK-12 | 170 | |
| PreK-12; Higher Ed; Corporate | 115 | |
| PreK-12; Higher Ed | 65 | 18.2% |
| Higher Ed; Corporate | 1 | 0.3% |
| Corporate | 1 | 0.3% |
| (Missing) | 6 | 1.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| prek-12 | 350 | |
| ed | 181 | |
| higher | 181 | |
| corporate | 117 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 765 | |
| e | 648 | |
| 477 | 8.3% | |
| P | 350 | 6.1% |
| K | 350 | 6.1% |
| - | 350 | 6.1% |
| 1 | 350 | 6.1% |
| 2 | 350 | 6.1% |
| ; | 296 | 5.2% |
| o | 234 | 4.1% |
| Other values (10) | 1554 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2722 | |
| Uppercase Letter | 1179 | |
| Decimal Number | 700 | 12.2% |
| Space Separator | 477 | 8.3% |
| Dash Punctuation | 350 | 6.1% |
| Other Punctuation | 296 | 5.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 765 | |
| e | 648 | |
| o | 234 | 8.6% |
| i | 181 | 6.6% |
| g | 181 | 6.6% |
| h | 181 | 6.6% |
| d | 181 | 6.6% |
| p | 117 | 4.3% |
| a | 117 | 4.3% |
| t | 117 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 350 | |
| K | 350 | |
| H | 181 | |
| E | 181 | |
| C | 117 | 9.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 350 | |
| 2 | 350 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 350 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 296 |
Space Separator
| Value | Count | Frequency (%) |
| 477 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3901 | |
| Common | 1823 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 765 | |
| e | 648 | |
| P | 350 | |
| K | 350 | |
| o | 234 | 6.0% |
| H | 181 | 4.6% |
| i | 181 | 4.6% |
| g | 181 | 4.6% |
| h | 181 | 4.6% |
| E | 181 | 4.6% |
| Other values (5) | 649 |
Common
| Value | Count | Frequency (%) |
| 477 | ||
| - | 350 | |
| 1 | 350 | |
| 2 | 350 | |
| ; | 296 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5724 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 765 | |
| e | 648 | |
| 477 | 8.3% | |
| P | 350 | 6.1% |
| K | 350 | 6.1% |
| - | 350 | 6.1% |
| 1 | 350 | 6.1% |
| 2 | 350 | 6.1% |
| ; | 296 | 5.2% |
| o | 234 | 4.1% |
| Other values (10) | 1554 |
| Distinct | 35 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Memory size | 2.9 KiB |
| LC - Digital Learning Platforms | |
|---|---|
| LC - Sites, Resources & Reference | |
| LC - Content Creation & Curation | |
| LC - Study Tools | |
| LC - Sites, Resources & Reference - Games & Simulations | |
| Other values (30) |
Length
| Max length | 73 |
|---|---|
| Median length | 32 |
| Mean length | 37.91193182 |
| Min length | 11 |
Characters and Unicode
| Total characters | 13345 |
|---|---|
| Distinct characters | 49 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | LC - Digital Learning Platforms |
|---|---|
| 2nd row | LC - Digital Learning Platforms |
| 3rd row | LC - Sites, Resources & Reference - Games & Simulations |
| 4th row | LC - Digital Learning Platforms |
| 5th row | LC - Digital Learning Platforms |
Common Values
| Value | Count | Frequency (%) |
| LC - Digital Learning Platforms | 74 | |
| LC - Sites, Resources & Reference | 47 | |
| LC - Content Creation & Curation | 36 | |
| LC - Study Tools | 25 | 7.0% |
| LC - Sites, Resources & Reference - Games & Simulations | 18 | 5.0% |
| LC - Courseware & Textbooks | 18 | 5.0% |
| LC/CM/SDO - Other | 16 | 4.5% |
| LC - Sites, Resources & Reference - Digital Collection & Repository | 15 | 4.2% |
| CM - Classroom Engagement & Instruction - Classroom Management | 11 | 3.1% |
| LC - Sites, Resources & Reference - Streaming Services | 9 | 2.5% |
| Other values (25) | 83 |
Length
| Value | Count | Frequency (%) |
| 727 | ||
| lc | 272 | 11.7% |
| resources | 112 | 4.8% |
| sites | 101 | 4.4% |
| reference | 97 | 4.2% |
| digital | 89 | 3.8% |
| learning | 86 | 3.7% |
| platforms | 74 | 3.2% |
| classroom | 42 | 1.8% |
| study | 38 | 1.6% |
| Other values (81) | 683 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1969 | ||
| e | 1318 | 9.9% |
| s | 764 | 5.7% |
| n | 753 | 5.6% |
| t | 733 | 5.5% |
| o | 710 | 5.3% |
| r | 703 | 5.3% |
| i | 693 | 5.2% |
| a | 636 | 4.8% |
| C | 542 | 4.1% |
| Other values (39) | 4524 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8395 | |
| Uppercase Letter | 2084 | 15.6% |
| Space Separator | 1969 | 14.8% |
| Dash Punctuation | 464 | 3.5% |
| Other Punctuation | 417 | 3.1% |
| Open Punctuation | 8 | 0.1% |
| Close Punctuation | 8 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1318 | |
| s | 764 | |
| n | 753 | |
| t | 733 | |
| o | 710 | |
| r | 703 | |
| i | 693 | |
| a | 636 | |
| l | 371 | 4.4% |
| c | 329 | 3.9% |
| Other values (14) | 1385 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 542 | |
| L | 384 | |
| S | 292 | |
| R | 244 | |
| D | 163 | 7.8% |
| P | 91 | 4.4% |
| M | 88 | 4.2% |
| T | 75 | 3.6% |
| O | 71 | 3.4% |
| E | 27 | 1.3% |
| Other values (8) | 107 | 5.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 271 | |
| , | 114 | |
| / | 32 | 7.7% |
Space Separator
| Value | Count | Frequency (%) |
| 1969 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 464 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 8 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10479 | |
| Common | 2866 | 21.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1318 | |
| s | 764 | 7.3% |
| n | 753 | 7.2% |
| t | 733 | 7.0% |
| o | 710 | 6.8% |
| r | 703 | 6.7% |
| i | 693 | 6.6% |
| a | 636 | 6.1% |
| C | 542 | 5.2% |
| L | 384 | 3.7% |
| Other values (32) | 3243 |
Common
| Value | Count | Frequency (%) |
| 1969 | ||
| - | 464 | 16.2% |
| & | 271 | 9.5% |
| , | 114 | 4.0% |
| / | 32 | 1.1% |
| ( | 8 | 0.3% |
| ) | 8 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13345 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1969 | ||
| e | 1318 | 9.9% |
| s | 764 | 5.7% |
| n | 753 | 5.6% |
| t | 733 | 5.5% |
| o | 710 | 5.3% |
| r | 703 | 5.3% |
| i | 693 | 5.2% |
| a | 636 | 4.8% |
| C | 542 | 4.1% |
| Other values (39) | 4524 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Unnamed: 0 | state | pct_black | hispanic | pct_free | reduced | Country1 | Country2 | local_exp | federal_exp | LP ID | URL | Product Name | Provider/Company Name | Sector(s) | Primary Essential Function | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 5.0 | 0.000000 | -1.609438 | 0.000000 | 0.341216 | -5.885817e+13 | 0.0000 | 9.546813 | 9.680344 | 13117.0 | https://www.splashmath.com | SplashLearn | StudyPad Inc. | PreK-12 | LC - Digital Learning Platforms |
| 1 | 1 | 23.0 | 0.373862 | -1.079478 | 0.239189 | 0.439189 | -3.357287e+13 | 0.0051 | 9.347889 | 9.508560 | 66933.0 | https://abcmouse.com | ABCmouse.com | Age of Learning, Inc | PreK-12 | LC - Digital Learning Platforms |
| 2 | 2 | 19.0 | 0.000000 | -1.609438 | 0.200000 | 0.400000 | -5.885817e+13 | 0.0000 | 9.004017 | 9.218815 | 50479.0 | https://www.abcya.com | ABCya! | ABCya.com, LLC | PreK-12 | LC - Sites, Resources & Reference - Games & Simulations |
| 3 | 3 | 23.0 | 0.373862 | -1.079478 | 0.239189 | 0.439189 | -3.357287e+13 | 0.0051 | 9.347889 | 9.508560 | 92993.0 | http://www.aleks.com/ | ALEKS | McGraw-Hill PreK-12 | PreK-12; Higher Ed | LC - Digital Learning Platforms |
| 4 | 4 | 23.0 | 0.373862 | -1.079478 | 0.239189 | 0.439189 | -3.357287e+13 | 0.0051 | 9.347889 | 9.508560 | 73104.0 | https://www.achieve3000.com/ | Achieve3000 | Achieve3000 | PreK-12 | LC - Digital Learning Platforms |
| 5 | 5 | 22.0 | 0.000000 | -1.609438 | 0.000000 | 0.341216 | -5.885817e+13 | 0.0000 | 9.210340 | 9.392662 | 37600.0 | http://www.activelylearn.com/ | Actively Learn | Actively Learn | PreK-12 | LC - Digital Learning Platforms |
| 6 | 6 | 19.0 | 0.000000 | -1.609438 | 0.400000 | 0.497973 | -5.885817e+13 | 0.0000 | 9.004017 | 9.218815 | 18663.0 | http://www.adaptedmind.com | AdaptedMind | GloWorld | PreK-12 | LC - Digital Learning Platforms |
| 7 | 7 | 14.0 | 0.447214 | -0.916291 | 0.200000 | 0.400000 | -5.885817e+13 | 0.0000 | 9.004017 | 9.218815 | 65131.0 | http://www.amplify.com/ | Amplify | Amplify Education, Inc. | PreK-12 | LC - Courseware & Textbooks |
| 8 | 8 | 19.0 | 0.000000 | -1.609438 | 0.200000 | 0.400000 | -5.885817e+13 | 0.0000 | 9.004017 | 9.218815 | 26491.0 | http://www.answers.com/ | Answers | Answers | PreK-12; Higher Ed | LC - Study Tools - Q&A |
| 9 | 9 | 14.0 | 0.632456 | -0.510826 | 0.600000 | 0.497973 | -5.885817e+13 | 0.0000 | 9.004017 | 9.218815 | 56441.0 | http://www.audible.com | Audible | Amazon.com, Inc. | PreK-12; Higher Ed; Corporate | LC - Sites, Resources & Reference - Streaming Services |
Last rows
| Unnamed: 0 | state | pct_black | hispanic | pct_free | reduced | Country1 | Country2 | local_exp | federal_exp | LP ID | URL | Product Name | Provider/Company Name | Sector(s) | Primary Essential Function | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 348 | 360 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 64581.0 | https://hulu.com | Hulu | Hulu, LLC | PreK-12; Higher Ed | LC - Sites, Resources & Reference - Streaming Services |
| 349 | 361 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83704.0 | http://www.investopedia.com | Investopedia | IAC | PreK-12; Higher Ed; Corporate | LC - Sites, Resources & Reference |
| 350 | 362 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 70706.0 | https://canvas.apps.chrome/ | Canvas for Chrome | Canvas Talent, Inc. | PreK-12; Higher Ed; Corporate | LC - Content Creation & Curation |
| 351 | 363 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 13282.0 | https://www.schoolspecialty.com/ | School Specialty | School Specialty Inc | PreK-12 | LC - Sites, Resources & References - Learning Materials & Supplies |
| 352 | 364 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 24396.0 | https://www.mathsisfun.com/ | Math is Fun | Mathsisfun.com | PreK-12 | LC - Sites, Resources & Reference |
| 353 | 365 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 22241.0 | https://www.history.com/ | History.com | A&E Television Networks, LLC | PreK-12; Higher Ed | LC - Sites, Resources & Reference |
| 354 | 366 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 93376.0 | https://www.cultofpedagogy.com/ | Cult of Pedagogy | Cult of Pedagogy | PreK-12 | CM - Teacher Resources - Professional Learning |
| 355 | 367 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 88065.0 | https://dochub.com/ | DocHub | DocHub | PreK-12; Higher Ed; Corporate | SDO - Other |
| 356 | 368 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 37805.0 | http://google.com/slides/about/ | Google Slides | Google LLC | PreK-12; Higher Ed; Corporate | LC - Content Creation & Curation |
| 357 | 369 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 32555.0 | http://www.innersloth.com/gameAmongUs.php | Among Us | InnerSloth | PreK-12; Higher Ed | LC - Sites, Resources & Reference - Games & Simulations |